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Sr. MTS, R&D: Machine Learning Platforms
Bengaluru, IndiaApply Now
Machine Learning for Cloud Management
The Cloud Management Business Unit at VMware creates industry leading solutions forpublic,private and hybrid clouds.The troubleshooting,monitoringand managementcapabilities provided by our software has made us an integral part of customer’s cross-cloud journey.Our teams are rapidly innovatingonprovidingsmart solutions to help our customersmanage the ever-growinginfrastructureand application in their clouds.
Our goalsareto pro-actively detect, surface up and auto-remediateproblems before theyhampercustomer’sapplications!Throughmachine learning and data analytics, we hope to provide our customersself-managingdata centers across clouds.High volume metrics, configurations, eventsandlogsprovide a rich data set for learning behavioral pattern across compute, storage, networks and applications.We provide our capabilities through traditionalon-premisesas well as cutting-edge SaaSsolutions.
Are you an innovator and problem solver that loves working with new technologies? Do you want to be a part of a team that delivers high-quality products solving customer problems? Are you passionate about solving cloud management challenges across public, private and hybrid clouds? Are you willing to learn new technologies? If you answered yes to any of the above and thrive giving candid feedback while contributing to the development of new ideas and services, we are the team for you!
Your roles andresponsibilities:
Your goal is todesign, build and productionizeworkflowsfor our machine learning/analytics initiatives. In general, you will need to:
Work withmachine learningresearchteams todefine theproblem spaceand scope. Understand solutions, techniques and algorithms proposed bythe research team.
Design analytics pipeline to productionize algorithms.Analyze implications onperformance,scalability, availabilityandobservability.
Contribute code individually and/or lead other members of the team.
Work across cross-functional and cross-geo boundaries to ensurealignment and sanity.
Minimum8years of hands-on software development experience
Demonstrableexperience designingscalable and highly availabledistributed systems
Proficiency in Java. Experience with multiple languages a plus
Quality focus: Hands-on experience writing high coverage unit and integration tests
Experience in buildingobservability and self-monitoring constructs
Strong sense of ownership and a ‘buck stops here’ mentality
Priorexperienceworking in geographicallydispersedteams
Strong verbal,writtenand presentationcommunicationskills
Ability and willingness toparticipatein on-duty rotations and 2ndtierproduct support
Bachelor’s degree in Computer Science or equivalent
10+ years of experience in atechnicalrole
Experience with Python, R or other Machine Learning languages would be a big plus
Knowledge and hand-on experience with Machine Learning techniques and/or Data Analytics
Experience is productizing Machine Learningalgorithms and/orhigh-volume data processing
Hands-on experiencebuildingSaaS systems
Knowledge or experience with VMware products and technologies is highly desirable
Master’s degree or PhD in ComputerScienceor equivalent
Category : Engineering and Technology
Subcategory: Software Engineering
Experience: Manager and Professional
Full Time/ Part Time: Full Time
Posted Date: 2020-05-28
VMware Company Overview: At VMware, we believe that software has the power to unlock new opportunities for people and our planet. We look beyond the barriers of compromise to engineer new ways to make technologies work together seamlessly. Our cloud, mobility, and security software form a flexible, consistent digital foundation for securely delivering the apps, services and experiences that are transforming business innovation around the globe. At the core of what we do are our people who deeply value execution, passion, integrity, customers, and community. Shape what’s possible today at http://careers.vmware.com.
Equal Employment Opportunity Statement: VMware is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: VMware is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at VMware are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. VMware will not tolerate discrimination or harassment based on any of these characteristics. VMware encourages applicants of all ages. Vmware will provide reasonable accommodation to employees who have protected disabilities consistent with local law. Job ID: R2006390